Abstract
Progress in the field of computer science is paving ways for collecting and analyzing huge amounts of data from people from all over the globe almost in any situation be it at home or at work. Data collection and analysis may include the overt behavior of the user but may also explore the hidden affective, motivational and cognitive human factors. Making reliable predictions about human behavior thus means to take overt behavior as well as implicit human factors into consideration. Psychologically speaking, this means to explore the user’s whole character—his/her personality traits, his/her current cognitive, affective, and motivational states as well as the user’s cultural and social embedding—to best predict behavior in accordance with the user’s individual needs, preferences, and subjective well-being. This raises questions of how Character Computing as a novel and holistic approach of human behavior computing can be achieved without violating ethical standards and the user’s privacy. This introductory chapter will provide answers to these questions. In the first part of the chapter, it will be discussed how psychological theories of human behavior have inspired the fields of Cognitive Computing, Affective Computing, and Personality Computing. Next, a holistic psychological definition of human behavior will be provided that describes human behavior in the context of the Character–Behavior–Situation triad. It will be discussed how psychological understanding of human behavior can guide and improve future research in the domain of Character Computing. Finally, an experimental-psychological framework for Character Computing will be discussed that considers Character Computing from an interdisciplinary perspective.
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References
Anderson JR (1996) ACT: A simple theory of complex cognition. Am Psychol 51(4):355
Anderson JR, Schunn C (2000) Implications of the ACT-R learning theory: No magic bullets. Advances in instructional psychology, Educational Design and Cognitive Science, pp 1–33
Atkinson R, Shiffrin R (1968) Human memory: a proposed system and its control processes. In: Spence K, Spence J (eds) The psychology of learning and motivation: advances in research and theory, vol 2. Academic Press, New York
Barsalou LW (1999) Perceptions of perceptual symbols. Behav Brain Sci 22(4):637–660
Barsalou LW (2003) Abstraction in perceptual symbol systems. Philos Trans R Soc Lond B: Biol Sci 358(1435):1177–1187
Barsalou LW (2008) Situating concepts. Cambridge Handbook of situated cognition, pp 236–263
Barsalou LW (2019) Establishing Generalizable Mechanisms
Bothell D (2004) Act-r 6.0 reference manual. Working Draft. Brooks, R. A. (1991). Intelligence without reason. Artif Intell: Crit Concepts 3:107–63
Bradley MM, Lang PJ (2000) Measuring emotion: behavior, feeling, and physiology. Cognit Neurosci Emotion 25:49–59
Brunetti M, Sepede G, Mingoia G, Catani C, Ferretti A, Merla A, ... Babiloni C (2010) Elevated response of human amygdala to neutral stimuli in mild post traumatic stress disorder: neural correlates of generalized emotional response. Neuroscience 168(3):670–679
Glenberg AM, Webster BJ, Mouilso E, Lindeman LM (2009) Gender, emotion, and the embodiment of language comprehension. Emotion Rev 1:151G–161
Cacioppo JT, Berntson GG, Larsen JT, Poehlmann KM, Ito TA (2000) The psychophysiology of emotion. Handb Emotions 2:173–191
Carver CS, White TL (1994) Behavioral inhibition, behavioral activation, and affective responses to impending reward and punishment: the BIS/BAS scales. J Pers Soc Psychol 67(2):319
Cambria E, Hussain A (2015) Sentic computing: a common-sense-based framework for concept-level sentiment analysis, vol 1. Springer, Berlin
Chung C, Pennebaker JW (2007) The psychological functions of function words. Soc Commun 1:343–359
Darwin C, Prodger P (1998) The expression of the emotions in man and animals. Oxford University Press, Oxford
Duncan S, Barrett LF (2007) Affect is a form of cognition: a neurobiological analysis. Cognit Emotion 21(6):1184–1211
Gray JA (1982) Neuropsychological theory of anxiety: an investigation of the septal-hippocampal system. Cambridge University Press, Cambridge
Gray JA, McNaughton N (2000) The neuropsychology of anxiety: an enquiry into the functions of the septo-hippocampal system, 2nd edn. Oxford University Press, Oxford
James W (1884) What is an emotion? Mind 9(34):188–205
Hauk O, Johnsrude I, Pulvermüller F (2004) Somatotopic representation of action words in human motor and premotor cortex. Neuron 41(2):301–307
Herbert C, Bendig E, Rojas R (2018) My sadness-our happiness: writing about positive, negative, and neutral autobiographical life events reveals linguistic markers of self-positivity and individual well-being. Front Psychol 9. https://doi.org/10.3389/fpsyg.2018.02522
Herbert C, Ethofer T, Fallgatter AJ, Walla P, Northoff G (2018) Editorial: The janus face of language: where are the emotions in words and where are the words in emotions? Front Psychol 9. https://doi.org/10.3389/fpsyg.2018.00650
Herbert C, Sfarlea A, Blumenthal T (2013) Your emotion or mine: labeling feelings alters emotional face perception-an ERP study on automatic and intentional affect labeling. Front Hum Neurosci 7:378. https://doi.org/10.3389/fnhum.2013.00378
Herbert C, Kubler A, Vogele C (2013) Risk for eating disorders modulates startle-responses to body words. PLoS One 8(1):e53667. https://doi.org/10.1371/journal.pone.0053667
Herbert C, Herbert BM, Ethofer T, Pauli P (2011) His or mine? The time course of self-other discrimination in emotion processing. Soc Neurosci 6(3):277–288
Herbert C, Herbert BM, Pauli P (2011) Emotional self-reference: brain structures involved in the processing of words describing one’s own emotions. Neuropsychologia 49(10):2947–2956
Herbert C, Pauli P, Herbert BM (2011) Self-reference modulates the processing of emotional stimuli in the absence of explicit self-referential appraisal instructions. Soc Cognit Affect Neurosci 6(5):653–661. https://doi.org/10.1093/scan/nsq082
Herbert C, Deutsch R, Sutterlin S, Kubler A, Pauli P (2011) Negation as a means for emotion regulation? Startle reflex modulation during processing of negated emotional words. Cognit Affect Behav Neurosci 11(2):199–206. https://doi.org/10.3758/s13415-011-0026-1
Herbert C, Kissler J (2010) Motivational priming and processing interrupt: startle reflex modulation during shallow and deep processing of emotional words. Int J Psychophysiol 76(2):64–71
Herbert C, Ethofer T, Anders S, Junghofer M, Wildgruber D, Grodd W, Kissler J (2009) Amygdala activation during reading of emotional adjectives-an advantage for pleasant content. Soc Cognit Affect Neurosci 4(1):35–49. https://doi.org/10.1093/scan/nsn027
Herbert C, Junghofer M, Kissler J (2008) Event related potentials to emotional adjectives during reading. Psychophysiology 45(3):487–498. https://doi.org/10.1111/j.1469-8986.2007.00638.x
Laird JE, Newell A, Rosenbloom PS (1987) Soar: an architecture for general intelligence. Artif Intell 33(1):1–64
Lang PJ, Greenwald MK, Bradley MM, Hamm AO (1993) Looking at pictures: affective, facial, visceral, and behavioral reactions. Psychophysiology 30(3):261–273
Lindquist KA, MacCormack JK, Shablack H (2015) The role of language in emotion: predictions from psychological constructionism. Front Psychol 6:444
Lepore SJ, Smyth JM (2002) The writing cure: an overview. The writing cure: how expressive writing promotes health and emotional well-being 1:3–14
Lang PJ, Bradley MM, Cuthbert BN (1998) Emotion, motivation, and anxiety: brain mechanisms and psychophysiology. Biol Psych 44(12):1248–1263
Karimi S, Kangavari MR (2012) A computational model of personality. Proc-Soc Behav Sci 32:184–196
McCrae RR, Costa PT Jr (1999) A five-factor theory of personality. Handb Personal: Theory Res 2(1999):139–153
Mairesse F, Walker MA, Mehl MR, Moore RK (2007) Using linguistic cues for the automatic recognition of personality in conversation and text. J Artif Intell Res 30:457–500
Matthews G, Deary IJ, Whiteman MC (2003) Personality traits. Cambridge University Press, Cambridge
Naqvi N, Shiv B, Bechara A (2006) The role of emotion in decision making: a cognitive neuroscience perspective. Current Dir Psychol Sci 15(5):260–264
Neisser U (1967) Cognitive Psychology. Prentice-Hall, Englewood Cliffs
Neisser U (2014) Cognitive Psychology: Classic edition. Psychology Press
Niedenthal PM, Winkielman P, Mondillon L, Vermeulen N (2009) Embodiment of emotion concepts. J Personal Soc Psychol 96(6):1120
Paulhus DL (1989) Socially desirable responding: some new solutions to old problems. In: Personality psychology. Springer, New York, pp 201–209
Pervin LA (2001) A dynamic systems approach to personality. Eur Psychol 6(3):172
Poria S, Cambria E, Bajpai R, Hussain A (2017) A review of affective computing: from unimodal analysis to multimodal fusion. Inf Fusion 37:98–125
Pulvermüller F (2013) How neurons make meaning: brain mechanisms for embodied and abstract-symbolic semantics. Trends Cognit Sci 17(9):458–470
Riccelli R, Toschi N, Nigro S, Terracciano A, Passamonti L (2017) Surface-based morphometry reveals the neuroanatomical basis of the five-factor model of personality. Soc Cognit Affect Neurosci 12(4):671–684
Salamon J, Mouček R (2017) Heart rate and sentiment experimental data with common timeline. Data brief 15:851–861
Scherer, K. R., Schorr, A., and Johnstone, T. (Eds.). (2001). Appraisal processes in emotion: Theory, methods, research. Oxford University Press
Schwarz N, Oyserman D (2001) Asking questions about behavior: cognition, communication, and questionnaire construction. Am J Eval 22(2):127–160
Sun R (2006) The CLARION cognitive architecture: extending cognitive modeling to social simulation. Cognit Multi-agent Interact 79–99
Trafton JG, Hiatt LM, Harrison AM, Tamborello FP II, Khemlani SS, Schultz AC (2013) Act-r/e: an embodied cognitive architecture for human-robot interaction. J Hum-Robot Interact 2(1):30–55
Vinciarelli A, Mohammadi G (2014) A survey of personality computing. IEEE Trans Affect Comput 5(3):273–291
Weis P, Herbert C (2017) Bodily reactions to emotional words referring to own versus other people’s emotions. Front Psychol 8:1277. *shared first authorship
Wilson M (2002) Six views of embodied cognition. Psych Bull Rev 9(4):625–636
Winkielman P, Niedenthal PM, Oberman LM (2008) Embodied perspective on emotion-cognition interactions. In: Mirror neuron systems. Humana Press, pp 235-257
Youyou W, Kosinski M, Stillwell D (2015) Computer-based personality judgments are more accurate than those made by humans. Proc Natl Acad Sci 112(4):1036–1040
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Herbert, C. (2020). An Experimental-Psychological Approach for the Development of Character Computing. In: El Bolock, A., Abdelrahman, Y., Abdennadher, S. (eds) Character Computing. Human–Computer Interaction Series. Springer, Cham. https://doi.org/10.1007/978-3-030-15954-2_2
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